Nonlinear system identification in stroke rehabilitation

Translated title of the contribution: Nonlinear system identification in stroke rehabilitation

Michael Bernhardt, Bernhard Angerer, Martin Buss, Albrecht Struppler

Research output: Contribution to journalArticlepeer-review

3 Scopus citations

Abstract

The repetitive peripheral magnetic stimulation (RPMS) is an innovative approach in treatment of central paresis, e. g. after stroke. In this article we present a neuromuscular model for the RPMS-induced muscle contraction. This model is the basis for our two recent goals in research: Position controlled movement induction and automated therapy evaluation by means of system identification. In order to adapt the model parameters to the individual, a nonlinear on-line system identification method is proposed.

Translated title of the contributionNonlinear system identification in stroke rehabilitation
Original languageEnglish
Pages (from-to)570-579
Number of pages10
JournalAt-Automatisierungstechnik
Volume55
Issue number11
DOIs
StatePublished - 2007

Keywords

  • Identification
  • Neuromuscular modeling
  • Stroke rehabilitation

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